We discuss several applications of the polynomials associated with matrices of Hankel structure. These are the problem of localization of zeros of a univariate polynomial, rational interpolation problem, and the problem of systematic errors detection in the data set. Some results originated by Jacobi are modernized with constructive computational procedures.